#python Recent Posts - STEMGeeks

about 16 hours ago

Learn AI Series (#124) - CI/CD for Machine Learning Learn AI Series (#124) - CI/CD for Machine Learning What will I learn You will learn why CI/CD for machine learning is a genuinely harder problem than CI/CD fo

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24.831 STEM

1 day ago

Learn AI Series (#123) - Monitoring ML in Production Learn AI Series (#123) - Monitoring ML in Production What will I learn You will learn why monitoring an ML system is a fundamentally different job from monitoring ordi

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202.935 STEM

3 days ago

Learn AI Series (#122) - Edge AI: Running Models on Devices Learn AI Series (#122) - Edge AI: Running Models on Devices What will I learn You will learn why we push AI off the server and onto the device: latency, privacy, r

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202.883 STEM

4 days ago

Learn AI Series (#121) - Model Serving Architecture Learn AI Series (#121) - Model Serving Architecture What will I learn You will learn REST vs gRPC for model serving, and which one to reach for when latency actually

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169.262 STEM

5 days ago

Learn AI Series (#120) - Model Optimization: Making Models Fast Learn AI Series (#120) - Model Optimization: Making Models Fast What will I learn You will learn quantization : dropping precision from FP32 to INT8 (and even INT

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24.279 STEM

6 days ago

Learn AI Series (#119) - Experiment Tracking and Reproducibility Learn AI Series (#119) - Experiment Tracking and Reproducibility What will I learn You will learn why an ML experiment you cannot repeat is not really an experiment at

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202.012 STEM

7 days ago

Learn AI Series (#118) - Data Engineering for AI Learn AI Series (#118) - Data Engineering for AI What will I learn You will learn the difference between batch and streaming data pipelines, and (more impo

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196.238 STEM

8 days ago

Learn AI Series (#117) - ML System Design Learn AI Series (#117) - ML System Design What will I learn You will learn how to frame a vague business goal as a precise machine-learning problem -- the translation step

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22.728 STEM

9 days ago

Learn AI Series (#116) - Mini Project: Training a Game-Playing AI Learn AI Series (#116) - Mini Project: Training a Game-Playing AI What will I learn You will learn how to wire an entire RL training pipeline together, from raw enviro

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1.796 STEM

10 days ago

Learn AI Series (#115) - Offline Reinforcement Learning Learn AI Series (#115) - Offline Reinforcement Learning What will I learn You will learn why learning from a fixed, frozen dataset -- with no environment to poke at

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187.263 STEM